Projects funded by the NCN

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324 projects found matching your search criteria :

  1. Numerical Spines Research on Injury Severity Key-factors in Road Accidents nSPINE-RISK

    Call: PRELUDIUM 24 , Panel: ST8

    Principal investigator: Tomasz Wiczenbach

    Politechnika Gdańska

  2. Improving hybrid classical-quantum optimization using machine learning techniques

    Call: PRELUDIUM 24 , Panel: ST6

    Principal investigator: Justyna Jolanta Zawalska

    Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

  3. Analysis of the multiphase transformations of secondary organic aerosols using machine learning

    Call: OPUS 29 , Panel: ST10

    Principal investigator: prof. Tomasz Jan Gierczak

    Uniwersytet Warszawski

  4. Design-ready forward and inverse surrogate modeling of high-frequency structures using deep learning and dimensionality ...

    Call: OPUS 29 , Panel: ST7

    Principal investigator: dr hab. Anna Pietrenko-Dąbrowska

    Politechnika Gdańska

  5. Multimodal learning for medical image analysis

    Call: OPUS 29 , Panel: ST6

    Principal investigator: dr Szymon Stefan Płotka

    Uniwersytet Jagielloński

  6. Flow Boiling Heat Transfer in Annular and Rectangular Minichannels Using Machine Learning-Based Modeling

    Call: OPUS 29 , Panel: ST8

    Principal investigator: prof. Magdalena Janina Piasecka

    POLITECHNIKA ŚWIĘTOKRZYSKA

  7. Research on spatial-temporal dynamics of ice and water temperature in the Vistula River based on ground observations, sa...

    Call: PRELUDIUM 24 , Panel: ST10

    Principal investigator: Maksymilian Fukś

    Instytut Geografii i Przestrzennego Zagospodarowania im. S. Leszczyckiego PAN

  8. Novel neural representations for ultrasound imaging

    Call: OPUS 29 , Panel: ST7

    Principal investigator: dr hab. Michał Byra

    Instytut Podstawowych Problemów Techniki Polska Akademia Nauk

  9. Deep learning enabled rapid dynamic optical coherence tomography for breast tumour margin assessment

    Call: SONATINA 9 , Panel: ST7

    Principal investigator: dr Matt Hepburn

    Uniwersytet Mikołaja Kopernika

  10. Multi-geomodal representation learning for geographic transfer learning

    Call: SONATA 20 , Panel: ST6

    Principal investigator: dr Piotr Szymański

    Politechnika Wrocławska

  11. Thermodynamic modeling combined with new measurement techniques of the physicochemistry of liquid-liquid equilibrium in ...

    Call: OPUS 28 , Panel: ST4

    Principal investigator: dr hab. Mirosław Adam Chorążewski

    UNIWERSYTET ŚLĄSKI

  12. Modeling the impact of climate change-induced multifactorial stress on winter barley de-acclimation, leading to the iden...

    Call: SONATA 20 , Panel: NZ1

    Principal investigator: dr Przemysław Leszek Kopeć

    Instytut Fizjologii Roślin im. Franciszka Górskiego PAN

  13. [DeepSee] Deep learning single-shot in-line quantitative phase imaging

    Call: OPUS 28 , Panel: ST7

    Principal investigator: dr Maria Cywińska

    Politechnika Warszawska

  14. Design automation and simulation-driven optimization of high-frequency systems using machine learning

    Call: OPUS 28 , Panel: ST7

    Principal investigator: dr hab. Anna Pietrenko-Dąbrowska

    Politechnika Gdańska

  15. Multimodal Geometric Deep Learning in Medical Image Analysis

    Call: SONATA 20 , Panel: ST6

    Principal investigator: dr Marek Michał Wodziński

    Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza

  16. Calculus of variation for Machine Learning Problems

    Call: OPUS 28 , Panel: ST6

    Principal investigator: dr hab. Błażej Grzegorz Miasojedow

    Uniwersytet Warszawski

  17. GENIE-MRI: Generative Neural Networks for Image Exchange in breast MRI

    Call: SONATA 20 , Panel: ST6

    Principal investigator: dr Andrzej Liebert

    Instytut Podstaw Informatyki PAN

  18. CARET: Context-Aware Interpretation of Human Actions for Implementation in Assistive Robotics

    Call: SONATA 20 , Panel: ST7

    Principal investigator: dr Vibekananda Dutta

    Politechnika Warszawska

  19. SWIFT – In-depth study of the sustainable conversion of organic waste fraction into bio-oils by fermentation technology ...

    Call: SONATA 20 , Panel: ST8

    Principal investigator: dr Anna Duber

    Politechnika Poznańska

  20. Robot generalist - advancing robot learning via reinforcement learning and VLAs

    Call: SONATA BIS 14 , Panel: ST6

    Principal investigator: dr hab. Marek Adam Cygan

    Uniwersytet Warszawski

  21. Selection of patient-specific aortic valve prosthesis by a hybrid technique that integrates CFDsimulations, machine lear...

    Call: SONATA BIS 14 , Panel: ST8

    Principal investigator: prof. Wojciech Piotr Adamczyk

    Politechnika Śląska

  22. Personal_TIVA: A Personalized Approach To An Automatic Drugs Delivery Control System In The Total Intravenous Anaesthesi...

    Call: SONATA BIS 14 , Panel: ST7

    Principal investigator: dr hab. Andrzej Pawłowski

    Politechnika Wrocławska

  23. Video segmentation of irregular objects in the presence of noise/artifacts.

    Call: OPUS 27 , Panel: ST6

    Principal investigator: dr Anna Węsierska

    Politechnika Gdańska

  24. Optimization of hydrogen oxy-combustion and hydrogen-ammonia combustion using experimental techniques, high-fidelity num...

    Call: OPUS 27 , Panel: ST8

    Principal investigator: prof. Artur Tomasz Tyliszczak

    Politechnika Częstochowska

  25. Linking political reform and judicial decisionmaking. A study ofjudicial resilience in Poland

    Call: OPUS 27 , Panel: HS5

    Principal investigator: dr hab. Jan Winczorek

    Uniwersytet Warszawski

  26. Overcoming forgetting in continual learning with an ensemble of experts

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Grzegorz Rypeść

    IDEAS NCBR Sp. z o.o.

  27. New architectures and algorithms for neurosymbolic deep learning

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Piotr Leszek Wyrwiński

    Politechnika Poznańska

  28. What are spatial and temporal trends of natural and anthropogenic influences on PM2.5 concentrations in Europe under cha...

    Call: PRELUDIUM 23 , Panel: ST10

    Principal investigator: Tetiana Vovk

    Uniwersytet Wrocławski

  29. Reliable and efficient real-world test-time adaptation

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Damian Sójka

    IDEAS NCBR Sp. z o.o.

  30. Application of explainable artificial intelligence algorithms in order to improve imbalanced data methods

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Weronika Tamara Węgier

    Politechnika Wrocławska

  31. Automatic detection and spatial modeling of allergenic pollen at urban scale

    Call: PRELUDIUM 23 , Panel: ST10

    Principal investigator: Szymon Tomczyk

    Uniwersytet Wrocławski

  32. Continual learning with conditional computation networks

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Filip Maciej Szatkowski

    IDEAS NCBR Sp. z o.o.

  33. Security of radio-physics-based federated learning in next-generation edge computing systems

    Call: PRELUDIUM 23 , Panel: ST7

    Principal investigator: Małgorzata Helena Wasilewska

    Politechnika Poznańska

  34. Application of 3D modeling, micro and nano computed tomography and machine learning to optimization an energy-saving and...

    Call: OPUS 27 , Panel: ST8

    Principal investigator: prof. Robert Józef Filipek

    Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

  35. Cell-MAGIC: simultaneous genotype inference and cell-to-clone mapping in the tissue of Follicular Lymphoma

    Call: PRELUDIUM 23 , Panel: NZ2

    Principal investigator: Kazimierz Krzysztof Oksza-Orzechowski

    Uniwersytet Warszawski

  36. Modeling and optimization of multi-service and multilayer Xhaul networks

    Call: OPUS 27 , Panel: ST7

    Principal investigator: dr hab. Mirosław Klinkowski

    Instytut Łączności - Państwowy Instytut Badawczy

  37. Step Towards Self-Aware Electric Drives

    Call: OPUS 27 , Panel: ST7

    Principal investigator: dr Dominik Łuczak

    Politechnika Poznańska

  38. Through the lens: Discovering continuous gravitational waves amplified by microlensing

    Call: PRELUDIUM 23 , Panel: ST9

    Principal investigator: Sudhagar Suyamprakasam

    Centrum Astronomiczne im. Mikołaja Kopernika PAN

  39. Functional motif-targeted RNA structure modeling

    Call: OPUS 27 , Panel: ST6

    Principal investigator: prof. Marta Xymena Szachniuk

    Politechnika Poznańska

  40. Behavioral timescale plasticity in inhibitory synapses: mechanisms and implications

    Call: OPUS 27 , Panel: NZ4

    Principal investigator: dr Grzegorz Tadeusz Wiera

    Uniwersytet Medyczny im. Piastów Śląskich we Wrocławiu, Wydział Farmaceutyczny z Oddziałem Analiutyki Medycznej

  41. Addressing Data-Centric AI Challenges in Machine Learning with Advanced Sample-Selection Techniques

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Mateusz Wojtulewicz

    Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie

  42. Application of deep learning methods in detection, classification and compensation of the measuring sensors faults in pe...

    Call: PRELUDIUM 23 , Panel: ST7

    Principal investigator: Kamila Anna Jankowska

    Politechnika Wrocławska

  43. Generative AI for the Physical World

    Call: PRELUDIUM 23 , Panel: ST6

    Principal investigator: Longlai Qiu

    IDEAS NCBR Sp. z o.o.

  44. Synthesis via active learning: theory and applications

    Call: OPUS 27 , Panel: ST6

    Principal investigator: dr hab. Jan Otop

    Uniwersytet Wrocławski

  45. MLAdapt - Self-Adapting Machine Learning

    Call: SONATA 19 , Panel: ST6

    Principal investigator: dr Bartłomiej Twardowski

    IDEAS NCBR Sp. z o.o.

  46. Alignment Of Large Language Models Via Debate And Reinforcement Learning

    Call: OPUS 26 , Panel: ST6

    Principal investigator: dr Łukasz Paweł Kuciński

    IDEAS NCBR Sp. z o.o.

  47. From Art to Science: Bridging gaps in diffusion-based generative modeling

    Call: OPUS 26 , Panel: ST6

    Principal investigator: dr Kamil Deja

    Politechnika Warszawska

  48. Building Energy Flexibility: Mechanisms and Opportunities

    Call: OPUS 26 , Panel: ST8

    Principal investigator: dr Zhixiong Li

    Politechnika Opolska, Wydział Mechaniczny

  49. Explainability methods for machine learning models in static and evolving data

    Call: OPUS 26 , Panel: ST6

    Principal investigator: prof. Jerzy Maciej Stefanowski

    Politechnika Poznańska, Wydział Informatyki i Telekomunikacji

  50. Non-classical Approaches for Condition Monitoring and Fault Detection of Wind Turbines

    Call: OPUS 26 , Panel: ST8

    Principal investigator: dr hab. Phong Ba Dao

    Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Inżynierii Mechanicznej i Robotyki

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